Ben Roethlisberger hit rookie Antonio Brown on a 58-yard pass play on third-and-19, and Rashard Mendenhall scored from the 2 with 1:33 remaining to give the Pittsburgh Steelers a 31-24 comeback victory over the Baltimore Ravens on Saturday.